Vol. 4 No. 1 (2024): Volume-IV, Number-I, 2024
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Artificial Intelligence and Machine Learning in the Insurance Industry: Methods, Applications, Risks, and a Roadmap for Responsible Adoption
Abstract 114
Artificial intelligence (AI) and machine learning (ML) are transforming the insurance landscape by enabling greater precision, efficiency, and innovation across core business functions. From underwriting and pricing to claims management, fraud detection, and customer engagement, AI/ML tools allow insurers to harness large-scale data to enhance decision-making and deliver tailored products. Yet, ... read more
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Predictive Modeling of Sepsis Onset in ICUs Using Real-Time Wearable Sensor Data and LSTM Networks
Abstract 31
Sepsis remains a leading cause of morbidity and mortality in intensive care units (ICUs), with early detection significantly improving patient outcomes. Conventional approaches to sepsis prediction rely on episodic clinical measurements and rule-based scoring systems such as SOFA or SIRS, which are limited by static thresholds and delayed response to physiological deterioration. The advent of c ... read more